Triple
T18811109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gus Malzahn |
E460016
|
entity |
| Predicate | marriedTo |
P13
|
FINISHED |
| Object | Kristi Malzahn |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Kristi Malzahn | Statement: [Gus Malzahn, marriedTo, Kristi Malzahn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kristi Malzahn Context triple: [Gus Malzahn, marriedTo, Kristi Malzahn]
-
A.
Julie Rhule
Julie Rhule is the wife of American football coach Matt Rhule and is known for her involvement in community and charitable activities connected to his coaching career.
-
B.
Pattie Mallette
Pattie Mallette is a Canadian author and film producer best known as the mother of pop singer Justin Bieber.
-
C.
Pam Bryant
Pam Bryant is an American woman best known as the mother of the late NBA superstar Kobe Bryant.
-
D.
Vivian Rhule
Vivian Rhule is one of the children of American football coach Matt Rhule.
-
E.
Holly Warlick
Holly Warlick is a former All-American guard and longtime head coach for the University of Tennessee Lady Volunteers women's basketball program.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kristi Malzahn Target entity description: Kristi Malzahn is the wife of American football coach Gus Malzahn and is known to college football fans for her outspoken and candid personality in media appearances.
-
A.
Julie Rhule
Julie Rhule is the wife of American football coach Matt Rhule and is known for her involvement in community and charitable activities connected to his coaching career.
-
B.
Pattie Mallette
Pattie Mallette is a Canadian author and film producer best known as the mother of pop singer Justin Bieber.
-
C.
Pam Bryant
Pam Bryant is an American woman best known as the mother of the late NBA superstar Kobe Bryant.
-
D.
Vivian Rhule
Vivian Rhule is one of the children of American football coach Matt Rhule.
-
E.
Holly Warlick
Holly Warlick is a former All-American guard and longtime head coach for the University of Tennessee Lady Volunteers women's basketball program.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3dc01248190ab1c8943d180ca05 |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.